One address. Plain questions. Cited answers.
Point your agent at Ibis once and ask it anything about AI, data and tech. It finds the right source, reads it, and links what it used.
How it works
You ask
In plain words, in any chat.
Your agent
Claude, ChatGPT, Cursor or your own.
Ibis
One address picks the source.
50+ sources
Each kept current by its own agent.
A cited answer
With a link to every source.
Three steps
- 1
Give it the address
context.fru.dev/llms.txtOr the full prompt for its instructions - 2
Ask in plain words
Which AI bills in Texas are close to becoming law?
- 3
Get an answer with sources
Prompts that work today
Copy one into your agent. It copies with the address, so it works on its own.
Watch a vendor
What did Snowflake ship, and did it have any outages, in the last 30 days?
Laws in motion
Which AI bills in Minnesota and Texas are closest to becoming law?
Free credits
Which programs give my open source project credits, and which are open now?
Who raised
Who raised money in AI infrastructure this week, and who led the round?
Pick a model
Which models lead the benchmarks, and what does each cost per million tokens?
Before you sign
Can OpenAI train on what we send its API, and does it hold SOC 2? Quote the terms.
Is it down
Is AWS or Cloudflare having an outage right now, and how did they do against their uptime promise?
Where it runs
Which cloud regions in the EU can run Claude today?
Security check
Any new breaches or critical CVEs in our data stack this week?
Talks to submit
Which data and AI conferences close their calls for speakers in the next three weeks?
Pay check
What do Databricks and Snowflake post as pay for a senior data engineer?
Earnings week
Which public data and AI companies report earnings in the next two weeks?
Where to paste it
Chat apps
Claude, ChatGPT, Gemini
Paste the prompt into a project's instructions.
Coding agents
Claude Code, Cursor, Codex
Add the prompt to AGENTS.md.
MCP clients
Claude, Cursor, Prevail, your own agent
Connect the read-only MCP server.
Terminal
curl, scripts, notebooks
Pull the JSON.